Papers Prostate Zones Segmentation

“Prostate Zones Segmentation” 태그가 달린 논문 3편 · 필터 해제

Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures

2022-07-19 · Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Gerardo Rodriguez-Hernandez 외

Prostate cancer is the second-most frequently diagnosed cancer and the sixth leading cause of cancer death in males worldwide. The main problem that specialists face during the diagnosis of prostate cancer is the localiz…

Diagnostic Image Segmentation Prostate Zones Segmentation Semantic Segmentation

3D-OOCS: Learning Prostate Segmentation with Inductive Bias

2021-10-29 · Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter 외

Despite the great success of convolutional neural networks (CNN) in 3D medical image segmentation tasks, the methods currently in use are still not robust enough to the different protocols utilized by different scanners,…

Edge Detection Image Segmentation Inductive Bias Medical Image Segmentation+2

Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond

2021-04-08 · Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak 외

Various convolutional neural network (CNN) based concepts have been introduced for the prostate's automatic segmentation and its coarse subdivision into transition zone (TZ) and peripheral zone (PZ). However, when target…

Hippocampus Lesion Segmentation Prostate Zones Segmentation Segmentation+2